SenseSim: An agent-based and discrete event simulator for Wireless Sensor Networks and the Internet of Things

Dyk, Michał; Najgebauer, Andrzej; Pierzchała, Dariusz

doi:10.1109/wf-iot.2015.7389078

Cited by 11 publications

(7 citation statements)

References 13 publications

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“…Discrete-event simulation can be applied to the study of issues in IoT networks. Dyk et al [51] applied discrete-event simulation to model a heterogeneous sensor network with smart devices connected. The model can incorporate the effects of phenomena such as weather and crisis situations on the network state.…”

Section: Simulationmentioning

confidence: 99%

“…Discrete-event simulation enables a hypothetical system to be studied under a wide variety of conditions and provide averaged results from running the same scenario over many replications. Dyk et al [51] and D'Angelo et al [87,88] have developed simulation systems for the IoT. D'Angelo's model, for example, addresses scalability using a multi-level simulation approach where both coarse and fine grained models are combined.…”

Section: Iot Scalability Studied Using Simulationmentioning

confidence: 99%

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Research Challenges for the Internet of Things: What Role Can OR Play?

Ryan

Watson²

2017

Systems

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Abstract:The Internet of Things (IoT) is an extension of the Internet in which large numbers of "things", including sensors, actuators and processors, in addition to human users, are networked and able to provide high resolution data on their environment and exercise a degree of control over it. It is still at an early stage of development, and many problems/research challenges must be solved before it is widely adopted. Many of these are technical, including interoperability and scalability, as billions of heterogeneous devices will be connected, but deciding on how to invest in the IoT is a challenge for business, and there are also major social, legal and ethical challenges, including security and privacy of data collection, which must be resolved. As the future IoT will be a multi-national, multi-industry, multi-technology infrastructure, the paper reviews the global standardization efforts that are underway to facilitate its worldwide creation and adoption. The main purpose of the paper is to give a broad survey, based on published literature, of the methods of Operations Research (OR), both the mathematical tools and techniques of "hard" OR, and the various approaches of Systems Thinking, including "soft" OR, which may assist in dealing with these problems. A subset of these is described in greater depth to better convey what might be involved in applying OR and Systems Thinking to the IoT. It is suggested that OR has a role to play in balancing the technical and non-technical research challenges which confront the IoT.

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Section: Simulationmentioning

confidence: 99%

Section: Iot Scalability Studied Using Simulationmentioning

confidence: 99%

Research Challenges for the Internet of Things: What Role Can OR Play?

Ryan

Watson²

2017

Systems

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“…Ready-to-use simulators allow researchers to verify new ideas in a virtual environment without the need to use any hardware. There are several dozen of currently available simulators [4], [5], [6], [7], [12]. In the vast majority cases the simulators focus on wireless communication aspects and resources management and are restricted to hardware platforms.…”

Section: Software Tool For Modelling and Simulation Dos Threatsmentioning

confidence: 99%

Simulator for analysis cyber threats to RFID based system

Pierzchała

Najgebauer

2018

MATEC Web Conf.

Self Cite

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The paper addresses the issues of attacks in cyberspace from the local perspective of computer network and IoT devices of RFID based office system. The rapid development in IT technology has constantly brought out revolutionary changes in the area of office services. The very promising technology for automatic identification is RFID that has changed the manual scenario of office tasks to computerized automated services. However, RFID based systems are vulnerable to various cyberattacks, from simple passive eavesdropping to well-known denial of service (DoS). One of the methods for the analysis of threats is computer modelling and simulation. M&S gives the possibility of quantitative and qualitative analysis as well as forecasting. As a part of the work, the original Java-based discrete simulation package has been developed. The simulation model and relevant software was implemented to simulate DoS attack on a protected server in restricted access administrative office. In contrast to most of existing simulation tools in the field of cyberspace, the simulation package has been designed to model and simulate heterogeneous devices which behaviours might be modified by programming Groovy/Python scripts.

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“…To verify presented approach we used SenseSim simulator [12]. It is capable of simulating smart sensors or devices both connected in WSN and IoT.…”

Section: A Sensesim Simulatormentioning

confidence: 99%

“…SenseSim has quite idealistic model of communication [12], however the network model allows to define heterogenous wireless networks, with fixed or ad-hoc topology as well as different communication interfaces. Network of devices (DN) is modeled as an Bounded Independence Graph [16]:…”

Section: A Sensesim Simulatormentioning

confidence: 99%

Combat triage support using the Internet of Military Things

Dyk

Chmielewski

Najgebauer

2017

Proceedings of the 2017 Federated Conference on Computer Science and Information Systems

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Abstract-Triage on the battlefield is a very challenging task. Life of the wounded soldiers depends on the efficiency of this process and there is still lack of supporting solutions. This paper presents a new approach for using Internet of Military Things in combat triage. We propose an ontological approach to evaluate soldiers' health state and information framework which allows first responders and commanders to query the sensor network for needed information. Some simulation experiments were conducted, which results show that the proposed method can be applied in highly distributed and heterogeneous environment of the smart devices on the battlefield.

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SenseSim: An agent-based and discrete event simulator for Wireless Sensor Networks and the Internet of Things

Cited by 11 publications

References 13 publications

Research Challenges for the Internet of Things: What Role Can OR Play?

Research Challenges for the Internet of Things: What Role Can OR Play?

Simulator for analysis cyber threats to RFID based system

Combat triage support using the Internet of Military Things

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